AI-Native Product Studio  ·  New Jersey
WISE WORLD
AI STUDIO

Building the AI-native product stack — middleware, agents, and full-stack applications engineered for the next generation of intelligent software.

Explore the portfolio See the ecosystem
7Products
3Live services
4AI providers
1Unified stack
About the studio

A studio built on
a single thesis

Every Wise World product is part of a single interconnected ecosystem — sharing middleware layers, architectural patterns, and event infrastructure. Not a portfolio of experiments. A compounding platform.

Wise World AI Studio designs and engineers AI-native software products. Every product is built on shared middleware — VoiceWise, HelmerWise, PulseWise — so the whole grows stronger with each addition.

Products follow a -Wise naming convention and share Railway deployment infrastructure, formal technical handoff processes, and cross-product analytics via PulseWise.

Middleware-first architecture
VoiceWise, HelmerWise, and PulseWise are standalone services consumed via HTTP — no coupling, no shared code.
Railway-native deployment
Every product runs as an independent Railway service with its own database, Redis, and environment.
AI-native from day one
Products capture model confidence, latency, and cost at the event level. PulseWise makes this signal cross-product.
Product portfolio

The Wise World stack

Seven products across three tiers. Click any card to see architecture, tech stack, and current build status.

Tier 1Production — live on Railway
Hopwise — travel routes at night
Live
Hopwise
AI travel companion — rides, dining, activities, hotels for US domestic tourists.
FlaskPostgreSQLReact NativeClaude
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VoiceWise — audio waveform studio
Live
VoiceWise
Voice AI middleware — STT/LLM/TTS provider abstraction with real-time streaming.
FastAPIDeepgramPipecatRedis
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HelmerWise — cinematic video production
Live
HelmerWise
Video AI middleware — prompt-to-video generation with multi-provider orchestration.
PythonFastAPIRailwayAI Video
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Tier 2Active development — live repos, active commits
AgentWise — code on dark screen
Building
AgentWise
Intelligent tracker agent — reads live docs and codebase, recommends what to build next.
Pythonast.parseClaude APICLI
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PlanWise — team video call collaboration
Building
PlanWise
Voice-native standup agent — joins calls, captures updates, posts summaries to Slack and Linear.
VoiceWiseRecall.aiSlackLinear
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PulseWise — data analytics dashboard
Building
PulseWise
AI-native analytics middleware — captures intent, model decisions, and behavioral signals.
FastAPIPostgreSQLRedisCircuit Breaker
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Tier 3Vision — strategic hold
ScriptWise — writing on dark desk
On hold
ScriptWise
Script discovery platform for writers and producers — AI-powered brief matching and genre analytics.
PythonDiscoveryMedia AI
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Ecosystem map

Everything connects

Wise World products share infrastructure, not code. Each product connects via HTTP — loosely coupled, independently deployable, collectively powerful.

Hopwise
Travel app · consumer
VoiceWise
Voice middleware · STT / LLM / TTS
PulseWise
Analytics middleware · all products
PlanWise
Standup agent · VoiceWise client
HelmerWise
Video middleware · generation
AgentWise
Tracker agent · internal tooling
ScriptWise
Discovery platform · vision
All services on Railway
Python 3.11+ throughout
HTTP-only integration contracts
Circuit breaker pattern
Anthropic Claude across all AI calls